Allow conv2d and pool2d to use dynamic dimensions for width and height. #620
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coreylowman
reviewed
Mar 26, 2023
src/tensor_ops/conv2d/mod.rs
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| type Convolved = usize; | ||
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| fn convolve_dim(&self) -> Self::Convolved { | ||
| (self.size() + 2 * P - K) / S + 1 |
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| (self.size() + 2 * P - K) / S + 1 | |
| (self.size() + 2 * P).checked_sub(K).unwrap() / S + 1 |
I think we'll need to add some sort of check/assertion for when this conv operation is valid. The const generic version does this implicitly with the where bound
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I like how this ends up removing more code than it adds😀 |
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Nice change 🚀 |
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Adds the
convolve_dimmethod to ConvAlgebra and uses it to implement ConvAlgebra for usize. Conv2d and Pool2d still require nightly, as making them work on stable would require makingConst<N>::Convolvedbeusize, which I don't think is a desirable outcome of changing toolchains.